Seokhyun Chung

21 papers B 1Journal 19Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fed-Joint: Joint modeling of nonlinear degradation signals and failure events for remaining useful life prediction using federated learning. Reliab. Eng. Syst. Saf. Cheoljoon Jeong, Xubo Yue, Seokhyun Chung
2026	J	`jnl`	Federated automatic latent variable selection in multi-output Gaussian processes. Pattern Recognit. Jingyi Gao, Seokhyun Chung
2025	J	`jnl`	An optimisation model and algorithm for job scheduling with extra resource allocation in shipbuilding. Int. J. Prod. Res. Seokhyun Chung, Cheonggi Park, Hyungjoo Cha, Taesu Cheong
2025	J	`jnl`	Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks. CoRR Arafat Rahman, Sol Ie Lim, Seokhyun Chung
2025	J	`jnl`	Fed-Joint: Joint Modeling of Nonlinear Degradation Signals and Failure Events for Remaining Useful Life Prediction using Federated Learning. CoRR Cheoljoon Jeong, Xubo Yue, Seokhyun Chung
2025	—	`conf`	Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes. CASE Jingyi Gao, Seokhyun Chung
2025	J	`jnl`	Gait-Based Hand Load Estimation via Deep Latent Variable Models with Auxiliary Information. CoRR Jingyi Gao, Sol Ie Lim, Seokhyun Chung
2025	J	`jnl`	Real-time adaptation for time-series signal prediction using label-aware neural processes. Reliab. Eng. Syst. Saf. Seokhyun Chung, Raed Al Kontar
2025	B	`conf`	Short-Term Load Forecasting with Attentive Neural Processes: Adaptivity and Uncertainty Estimation. SMARTCOMP Ramin Soleimani, Seokhyun Chung, Dirk Pesch
2024	J	`jnl`	Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes. CoRR Jingyi Gao, Seokhyun Chung
2024	J	`jnl`	Federated Condition Monitoring Signal Prediction With Improved Generalization. IEEE Trans. Reliab. Seokhyun Chung, Raed Al Kontar
2024	J	`jnl`	Federated Multi-Output Gaussian Processes. Technometrics Seokhyun Chung, Raed Al Kontar
2024	J	`jnl`	Real-time Adaptation for Condition Monitoring Signal Prediction using Label-aware Neural Processes. CoRR Seokhyun Chung, Raed Al Kontar
2022	J	`jnl`	A Multi-Stage Approach for Knowledge-Guided Predictions With Application to Additive Manufacturing. IEEE Trans Autom. Sci. Eng. Seokhyun Chung, Cheng-Hao Chou, Xiaozhu Fang, Raed Al Kontar, Chinedum Emmanuel Okwudire
2021	J	`jnl`	Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data. IEEE Trans. Reliab. Seokhyun Chung, Raed Kontar
2021	J	`jnl`	The Internet of Federated Things (IoFT). IEEE Access Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye
2021	J	`jnl`	The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning. CoRR Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Judy Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhisheng Ye
2020	J	`jnl`	A mathematical programming approach for integrated multiple linear regression subset selection and validation. Pattern Recognit. Seokhyun Chung, Young Woong Park, Taesu Cheong
2020	J	`jnl`	Intelligent traffic control for autonomous vehicle systems based on machine learning. Expert Syst. Appl. Sangmin Lee, Younghoon Kim, Hyungu Kahng, Soonkyo Lee, Seokhyun Chung, Taesu Cheong, Keeyong Shin, Jeehyuk Park, Seoung Bum Kim
2020	J	`jnl`	Weakly-supervised Multi-output Regression via Correlated Gaussian Processes. CoRR Seokhyun Chung, Raed Al Kontar, Zhenke Wu
2019	J	`jnl`	Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data. CoRR Seokhyun Chung, Raed Kontar